Cloud infrastructure anomalies cause significant downtime and financial losses (estimated at $2.5 M/hour for major services). Traditional anomaly detection methods fail to capture complex dependencies ...

ABSTRACT: Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle ...

Delivering high-fidelity investment data across th... Financial data aggregation is foundational to modern wealth management. It enables advisors to deliver holistic advice by collecting, normalizing, ...

A novel study reveals that targeting a single protein’s aggregation can dramatically reduce brain injury after stroke, potentially transforming how acute ischemic strokes are treated. Study: ...

We may receive a commission on purchases made from links. A window air conditioner can be a lifesaver in a heatwave, but how do you install one in a horizontal sliding window? Most window air ...

Some people may have received a letter in recent weeks, offering the option to opt out of energy provided by the company selected by the Northwest Ohio Aggregation Coalition. If you got one of these ...

PTIR calculates the rates at which originally monomeric proteins are transformed into aggregates at various temperatures under initial-rate settings. Utilizing SMSLS for identical conditions generates ...

To what extent do you feel a need to censor yourself, especially at work? Practicing self-censorship is more involved than applying a self-filter. The latter involves pausing to think about what ...

For time-series (sliding/tumbling/stagger window aggregation) data aggregations, properly set the source_lookback property. This diagram shows the relationship between the source data window and the ...

Abstract: Sliding-window aggregation is one of the core operations in processing and analyzing data streams, but it seriously suffers from the unordered events or elements from data streams. Unordered ...